Description

This analysis provides a forecast of ALGO prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-03-09 0.181597 0.200559 0.221375 0.246053 0.274675 0.307033 0.346673
2025-03-16 0.150332 0.176009 0.206623 0.246361 0.297412 0.361995 0.451898
2025-03-23 0.131570 0.160524 0.197159 0.248074 0.318969 0.417437 0.570934
2025-03-30 0.113900 0.142906 0.181142 0.236921 0.319333 0.442299 0.652366
2025-04-06 0.101206 0.129814 0.168779 0.227920 0.319756 0.465584 0.736304
2025-04-13 0.091622 0.119702 0.159014 0.220740 0.320869 0.489057 0.826701
2025-04-20 0.087039 0.115982 0.157728 0.225781 0.341750 0.549718 1.008910
2025-04-27 0.084038 0.114141 0.158840 0.234472 0.369998 0.630383 1.269233
2025-05-04 0.081169 0.112155 0.159395 0.242130 0.397612 0.717210 1.591639
2025-05-11 0.078261 0.109802 0.159043 0.248037 0.422885 0.806480 1.979277
2025-05-18 0.074255 0.105397 0.154900 0.246576 0.433123 0.864630 2.315358
2025-05-25 0.069040 0.098708 0.146407 0.236120 0.422846 0.870073 2.474688
2025-06-01 0.065561 0.094680 0.142244 0.233668 0.430178 0.925282 2.885443
2025-06-08 0.062665 0.091424 0.139164 0.233002 0.441612 0.996575 3.452544
2025-06-15 0.060350 0.088961 0.137241 0.234359 0.458026 1.088976 4.260443
2025-06-22 0.056494 0.083684 0.129928 0.223986 0.444360 1.084380 4.522018
2025-06-29 0.053241 0.079261 0.123868 0.215637 0.434512 1.089942 4.873899
2025-07-06 0.050479 0.075532 0.118837 0.208979 0.427992 1.105401 5.338339
2025-07-13 0.049460 0.074736 0.119122 0.213652 0.451874 1.238440 7.063459
2025-07-20 0.048921 0.074733 0.120868 0.221703 0.486773 1.433125 10.197705
2025-07-27 0.048270 0.074484 0.122115 0.228790 0.520810 1.647861 15.051063
2025-08-03 0.047452 0.073886 0.122631 0.234253 0.551527 1.871467 22.495750
2025-08-10 0.045944 0.071955 0.120383 0.232902 0.560819 1.997007 29.676511